New Offline Evaluations

AI Performance and Reliability, Delivered

HoneyHive enables modern AI teams to continuously test, evaluate, monitor, and optimize GenAI applications.

Powering the world’s best AI products.
From next-gen copilots to multi-agent systems.

The enterprise-grade stack for GenAI applications

Testing & Evaluation. Test application quality during development.
Monitoring. Monitor, evaluate, and debug your app in production.
Datasets. Curate, label, and version datasets across your projects.
Prompt Studio. Version and deploy prompts separate from code.
Automated Evaluators. Grade performance using LLMs or code.
Distributed Tracing. Trace complex LLM apps with OpenTelemetry.
Human Feedback. Collect feedback from users & domain experts.
Automations. Automate fine-tuning and CI/CD workflows.
Testing and Evaluation

Test and evaluate your application, quantitatively

Evaluations help you quantify improvements, catch regressions, automate CI/CD, and deploy changes with confidence.

Offline Evaluators. Code, LLM, and human evaluators.
Evaluation Runs. Run batch evals and track experiments.
Benchmarking. Compare evaluation runs side-by-side.
Continuous integration. Set up automated CI testing.
Datasets. Create golden datasets for every scenario.
Traces and spans. Run trace and span-level evaluations.
Tracing and Observability

Monitor and debug your application, continuously

Trace, evaluate, and monitor your live production traffic to catch LLM failures as they happen and resolve issues with speed.

Online Evaluators. Set up live evaluations to detect failures.
Human Feedback. Capture feedback from your users.
Filters and groups. Slice & dice your data for deeper analysis.
Custom Charts. Track key metrics in a team dashboard.
Distributed Tracing. Trace your apps with OpenTelemetry.
Debugging. Debug traces and root cause errors with AI.
Prompt Studio

Iterate with your team at the speed of thought

A shared workspace for engineers, PMs, and domain experts to collaboratively iterate on prompts.

Playground. Test new prompts and models with your team.
Version Management. Track prompt changes as you iterate.
Deployments. Deploy prompt templates with 1-click.
Prompt History. Logs all your Playground interactions.
Tools. Manage and version your functions and tools.
100+ Models. Access all major LLM and GPU providers.
Datasets and Labelling

Use your data to gain a competitive advantage

Rapidly filter, label, and curate golden datasets from your logs to fine-tune and customize your models.

Labelling. Allow annotators to provide ground-truth labels.
Exploration. Curate and explore your datasets easily.
Programmatic export. Export datasets via our API.
Automations. Build CI testing and active learning pipelines.
Lineage. Track lineage across datasets and production logs.
Metadata. Track metadata fields across datapoints.

Any model. Any framework. Any cloud.

Model and framework agnostic. Works with any model, framework, vector database, or GPU cloud.

Distributed Tracing. Our data model is purpose-built to help you trace RAG pipelines and multi-agent systems.

SDK and APIs. Allows you to deeply integrate with your application logic and build automations using your logs.

"It's critical to ensure quality and performance across our LLM agents. With HoneyHive's state-of-the-art evaluation and monitoring tools, we've not only improved the capabilities of our agents but also seamlessly deployed them to thousands of users — all while enjoying peace of mind."

Divyansh Garg

Co-Founder & CEO, MultiOn


Secure & scalable

We use a variety of industry-standard technologies and services to keep your data secure and private.

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On-prem deployment

Deploy in our managed cloud, or your private cloud. You own your data and models.

Built for enterprise scale

Our infrastructure automatically scales to millions of requests per day without breaking a sweat.

Dedicated support

Dedicated CSMs and founder-led support to help you at every step of the way.

Ship reliable AI products that your users trust